Why I Built OneClick: A Founder's Journey Through Fake Job Postings

Why I Built OneClick: A Founder's Journey Through Fake Job Postings

Category: Founder Story | Reading Time: 8 minutes

A LinkedIn account with 12 years of history. A job posting for a Trust and Safety Content Moderator role. Everything looked legitimate. Until I discovered it wasn't LinkedIn posting the job. It was a scammer who had stolen the account.

The Moment It Clicked

Six months unemployed in 2025. I'm a PMP-certified Air Force veteran with over 20 years in project management and business. I'd built a company. I'd managed teams at Accenture. And for six months, I was getting rejected at a rate that made me question everything.

My initial interview rate was 2%. Out of 50 applications, I got one callback. I started reverse-engineering the system. I studied ATS parsing. I restructured my resume around task, action, result. Within weeks, my interview rate jumped to 40%.

But during those six months, I discovered something worse than rejection. I discovered that the job market itself was broken by fraud.

Case Study 1: The LinkedIn Account Takeover

A job posting appeared on a job board. LinkedIn Trust and Safety Content Moderator. The recruiter account had 12 years of history. Thousands of connections. Legitimate-looking profile picture. Everything screamed real.

The job posting looked so legitimate that multiple applicants applied. They filled out forms. They shared personal information. They got excited about a role at a company they trusted.

Then I got alerted to something suspicious about the account. I reached out to my contacts at LinkedIn and verified what I suspected: the account had been compromised. A scammer had taken over a 12-year-old LinkedIn account and was using it to post fake jobs.

LinkedIn shut down the account immediately. But the damage was done. Applicants had already shared their information with a criminal.

This wasn't a domain spoof. This wasn't a typo. This was a sophisticated account takeover targeting job seekers who trusted LinkedIn as a legitimate hiring platform.

Case Study 2: The Brand Impersonation

Around the same time, another fake posting appeared: a Project Coordinator role from a recruiter claiming to represent Robert Half. The email? A gmail account.

Robert Half is a Fortune 500 recruiting firm with decades of history. Job seekers know the name. They trust the brand. A scammer banking on that trust created a fake Robert Half posting and started harvesting data from applicants.

The difference with this case: the scammer wasn't taking over Robert Half's account. They were just impersonating the brand. A gmail account. A job that didn't exist on Robert Half's actual website. But it was sophisticated enough to fool people.

The Pattern: Fake Job Postings That Impersonate Trusted Brands

These weren't isolated incidents. They were the tip of a much larger problem: scammers specifically target job seekers by impersonating legitimate companies.

Think about it. If you see a job posting claiming to be from Amazon, Google, Microsoft, LinkedIn, or Robert Half, your instinct is to trust it. These are companies you've heard of. Companies with massive recruiting budgets. Companies that post jobs online all the time.

But what if that posting isn't actually from Amazon? What if it's a scammer using the Amazon brand to gain legitimacy?

That's the vulnerability. And that's what I realized job seekers had no good way to verify.

From 2% Interview Rate to Building a Solution

I fixed my own resume problem. I went from 2% to 40% interview rate. I landed a role with the City of Detroit. I built a company.

But I couldn't stop thinking about the job seeker who applied to that fake LinkedIn role. Or the person who sent their SSN to the fake Robert Half recruiter. They didn't know they were being scammed until it was too late.

I started building tools to solve my own job search problem. The Resume Health Check tool came first. It helped candidates understand why they weren't getting callbacks.

But the bigger problem was the ecosystem itself. Job boards were flooded with fake postings impersonating legitimate companies. There was no system to catch them before they reached applicants. There was no answer to the question: 'Is this job posting actually from the company it claims to be from?'

So I built OneClick. A system that screens every job posting against public databases, verifies company legitimacy, catches account takeovers, and flags brand impersonations.

The Mission: Protecting Job Seekers from Fake Job Postings

OneClick screens every job before it reaches you. We verify the company is real. We confirm the recruiter email matches the company domain. We check if the role actually exists on the company's career page. We catch account takeovers. We flag postings that impersonate trusted brands.

Since January 2026, we've screened over 110,000 job postings and removed 4,527 as high-risk or confirmed scams. That's 1 in 25 jobs on job boards having scam indicators.

When you open your OneClick digest, every single job has been verified. No guessing. No fear. No fake postings impersonating Amazon or Google or LinkedIn.

Because job seekers deserve better than wondering if the opportunity in their inbox is real.

References

Federal Bureau of Investigation (FBI). (2025). IC3 Internet Crime Complaint Center. Retrieved from FBI Internet Crime Complaint Center.

LinkedIn. (2025). Account Security & Verification. Retrieved from LinkedIn Help Center.

Robert Half. (2025). Official Career Page. Retrieved from Robert Half Careers.